Text mining of web-based medical content /

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Text Mining of Web-Based Medical Content examines web mining for extracting useful information that can be used for treating and monitoring the healthcare of patients. This work provides methodological approaches to designing mapping tools that exploit data found in social media postings. Specific l...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Neustein, Amy (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin : Boston : De Gruyter, [2014]
Colección:Speech technology and text mining in medicine and healthcare ; v. 1.
Temas:
Data mining.
Medicine > Research.
Internet.
Medical informatics.
Data Mining
Internet
Exploration de données (Informatique)
Médecine > Recherche.
Médecine > Informatique.
HEALTH & FITNESS > Holism.
HEALTH & FITNESS > Reference.
MEDICAL > Alternative Medicine.
MEDICAL > Atlases.
MEDICAL > Essays.
MEDICAL > Family & General Practice.
MEDICAL > Holistic Medicine.
MEDICAL > Osteopathy.
Data mining
Medical informatics
Medicine > Research
Electronic Health Records.
Health Mapping Tools.
Health-Related Videos.
Relationship Extraction Techniques.
Speech Processing.
Speech-Enabled Web Content.
Summarization Techniques.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Frontmatter
  • Preface
  • Contents
  • List of authors
  • 1. Application of text mining to biomedical knowledge extraction: analyzing clinical narratives and medical literature / Neustein, Amy ; Imambi, S. Sagar ; Rodrigues, Mário ; Teixeira, António ; Ferreira, Liliana
  • 2. Unlocking information in electronic health records using natural language processing: a case study in medication information extraction / Xu, Hua ; Joshua, C. Denny
  • 3. Online health information semantic search and exploration: reporting on two prototypes for performing information extraction on both a hospital intranet and the world wide web / Teixeira, António ; Ferreira, Liliana ; Rodrigues, Mário
  • 4. Predicting dengue incidence in Thailand from online search queries that include weather and climatic variables / Chartree, Jedsada ; Angel, Bravo-Salgado ; Jimenez, Tamara ; Armin, R. Mikler
  • 5. A study of personal health information posted online: using machine learning to validate the importance of the terms detected by MedDRA and SNOMED in revealing health information in social media / Ghazinour, Kambiz ; Sokolova, Marina ; Matwin, Stan
  • 6. Twitter for health
  • building a social media search engine to better understand and curate laypersons' personal experiences / Suominen, Hanna ; Hanlen, Leif ; Cécile, Paris
  • 7. An empirical study of user satisfaction with a health dialogue system designed for the Nigerian low-literate, computer-illiterate, and visually impaired / Oyelami, Olufemi
  • 8. DVX
  • the descriptive video exchange project: using crowd-based audio clips to improve online video access for the blind and the visually impaired / Keith, M. Williams
  • 9. Information extraction from medical images: evaluating a novel automatic image annotation system using semantic-based visual information retrieval / Dumitru, Dan Burdescu ; Stanescu, Liana ; Brezovan, Marius
  • 10. Helping patients in performing online video search: evaluating the importance of medical terminology extracted from MeSH and ICD-10 in health video title and description / Karlsen, Randi ; Enrique, Jose ; Morell, Borrás ; Johan, Gustav Bellika ; Vicente, Traver Salcedo
  • Editor's biography.

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